stem/IOT/Software Services.md
andy 3606944190 vault backup: 2023-06-08 17:52:08
Affected files:
.obsidian/graph.json
.obsidian/workspace-mobile.json
.obsidian/workspace.json
Food/Meal Plan.md
Lab/Linux/Alpine.md
Lab/Linux/KDE.md
Lab/Scratch Domain.md
Lab/Windows/Active Directory.md
Languages/Spanish/README.md
Languages/Spanish/Spanish.md
Money/Accounts.md
Money/Monthly/23-04.md
Money/Monthly/23-05.md
Money/Monthly/23-06.md
Projects/Mixonomer.md
Projects/NoteCrawler.md
Projects/Projects.md
Projects/README.md
Projects/Selector.md
Projects/To Do App.md
Projects/img/selector-arch.png
STEM/AI/Classification/Supervised/SVM.md
STEM/AI/Neural Networks/CNN/FCN/Super-Resolution.md
STEM/AI/Neural Networks/CNN/GAN/GAN.md
STEM/AI/Neural Networks/CNN/GAN/cGAN.md
STEM/AI/Neural Networks/CNN/Interpretation.md
STEM/AI/Neural Networks/Deep Learning.md
STEM/AI/Neural Networks/MLP/MLP.md
STEM/AI/Neural Networks/Properties+Capabilities.md
STEM/AI/Neural Networks/RNN/Representation Learning.md
STEM/AI/Pattern Matching/Markov/Markov.md
STEM/AI/Searching/Informed.md
STEM/AI/Searching/README.md
STEM/AI/Searching/Searching.md
STEM/AI/Searching/Uninformed.md
STEM/CS/Languages/Javascript.md
STEM/CS/Languages/Python.md
STEM/CS/Languages/dotNet.md
STEM/CS/Resources.md
STEM/IOT/Cyber-Physical Systems.md
STEM/IOT/Networking/Networking.md
STEM/IOT/Networking/README.md
STEM/IOT/Software Services.md
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Work/Freelancing.md
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Markdown

- Large number of heterogeneous devices
- Spread physically
- Ability to join and leave
- Process data in-network or send directly
# Challenges
- Fault tolerance
- Nodes can
- Get damaged
- Run out of power
- Lose comms
- Redundant deployment
- Lifetime
- Limited energy supply
- Replacing sometimes not practical
- Underwater
- Large/remote field deployments
- Energy efficient a necessity
- Scalability
- WSM can have lots of nodes
- Architectures and protocols need to scale
- Densities
- Density of network can vary
- Granularity
- Coverage
- Different applications warrant different numbers
- Range of nodes
- Space and time requirement
- Not necessarily homogenous density throughout
- Need to handle this
- Programmability
- Flexible nodes with changing tasks
- Changeable programs during operation
- Maintainability
- WSN and environment can change
- Adaptable system
- Changing operational parameters
- To increase energy efficiency for example
# Node Types
- Sensor
- Low power
- Sensing, memory, processor, radio
- Resource-constrained
- Sink
- Another sensor node
- Or different wireless node
- Normally more powerful/better resources
- Gateway
- Bridge IoT and internet networks
- More powerful
- Can have
- Service representation
- Cache/storage
- Discovery
# Application Types
- Event detection
- Reporting event occurrences
- Reporting abnormalities
- May need collaboration with other nodes
- Defining events and classification difficult
- Periodic measurements
- Sense something and report
- Period is application-dependent
- Approximation and pattern detection
- Sense messages in space and time
- E.g. combine wind, light, heat to detect forest fires
- Tracking
- Source of event is mobile
- Event updates with location information